Every Amazon Report, in One Place

Marketplace Ad Pros pulls 42 Amazon reports across Sponsored Ads, Selling and Vendor Central, DSP, and Amazon Marketing Cloud. They refresh on a schedule, dedupe and merge on the way in, and the AI Report Analyst sits on top of all of them. Ask a cross-channel question in chat, in Claude, or in ChatGPT, and get an answer with your real numbers in seconds.

40+ reports AI Report Analyst Query via Claude / ChatGPT
AI Report Analyst — natural-language query
You: Compare Sponsored Products spend vs DSP-attributed sales for ASIN B0XXXX this month vs last month.
MAP: Pulled sponsored_products_campaigns, sponsored_products_purchased_products, and dsp_campaign_performance. SP spend +12% MoM ($4,820 → $5,402); DSP-attributed sales for that ASIN +34% ($18,200 → $24,400). Halo effect from DSP appears to be working.
MAP: Also flagged: SP search term "{brand} probiotics" has 60% of new SP spend with no matching DSP audience yet — consider adding to DSP retargeting.

Four data sources, one AI workspace

MAP merges reports across every Amazon surface you care about, so the analyst can answer cross-channel questions without you switching tools.

Sponsored Ads

16 reports across SP, SB, SD

See reports

Selling & Vendor

19 SP-API reports including Brand Analytics & SQP

See reports

DSP

Programmatic display campaign performance

See reports

AMC

6 curated SQL workflows + AI-generated custom queries

See reports

Sponsored Ads — 16 reports

Every Sponsored Products, Sponsored Brands, and Sponsored Display report Amazon publishes, refreshed hourly with daily backfills.

Sponsored Products

  • Campaigns
  • Keywords
  • Search terms
  • Product ads
  • Purchased products
  • Campaign placements

Sponsored Brands

  • Campaigns
  • Ad groups
  • Keywords
  • Product ads
  • Search terms
  • Purchased products

Sponsored Display

  • Campaigns
  • Ad groups
  • Targeting
  • Product ads

Want hands-on automation guides? See report automation for scheduling, anomaly detection, and Slack/email delivery.

Selling Partner — 19 reports

Every major Selling Partner API report. Brand Analytics, Search Query Performance, FBA, returns, settlement, and Vendor Central — all queryable from chat or MCP.

Sales & Traffic

  • Sales & traffic by ASIN/date
  • Orders
  • Listings
  • Catalog items
  • Settlement
  • Returns

Brand Analytics & SQP

  • Top search terms
  • Market basket analysis
  • Repeat purchase behavior
  • Search Query Performance (SQP)
  • Search catalog performance

FBA & Vendor

  • FBA inventory
  • FBA estimated fees
  • AFN inventory
  • Vendor sales
  • Vendor inventory
  • Vendor traffic
  • Vendor forecasting
  • Vendor net PPM

Connect Seller or Vendor Central via our Seller Central integration — one OAuth, every report.

DSP Reports

Programmatic display performance, scheduled per advertiser. Audience and creative-level insight ties in through AMC.

  • DSP Campaign Performance — impressions, clicks, cost, purchases, sales, ROAS, eCPM, eCPC per advertiser
  • Reach & frequency (via AMC) — unique reach, frequency distribution, dropoff per audience
  • Audience overlap (via AMC) — segment overlap analysis for retargeting and exclusion
  • New-to-brand by audience (via AMC) — NTB purchase rate per DSP audience segment

Amazon Marketing Cloud

Six curated SQL workflows run on your AMC instance on a schedule, plus an AI analyst that writes ad-hoc AMC SQL from your questions. Results land in S3 and answer through DuckDB inside the MCP server.

New-to-brand by audience

NTB purchase rate per DSP audience segment over the last 28 days. Find which audiences disproportionately bring in new customers.

Cross-channel attribution

Attribute conversions across SA + DSP touchpoints in a 30-day window. See which channels assisted vs converted.

Path to conversion

The ordered touchpoint sequence that led to purchase. Identify which combinations move the needle.

Reach & frequency

Weekly unique reach and frequency distribution. Spot wasted impressions on over-frequencied users.

Ad-type overlap uplift

Incremental sales lift from users exposed to multiple SA ad types vs just one.

Audience overlap

Overlap matrix across DSP segments. Use for exclusion lists and retargeting cleanup.

Plus ad-hoc AMC SQL: ask a question in natural language, the AMC analyst writes and runs the SQL against your instance. See AMC integration.

The AI Report Analyst

The reports above are the raw material. The AI Report Analyst is what makes them usable. Ask a question in plain English — in the in-app chat, in Claude, or in ChatGPT — and the analyst picks the right report(s), runs the query, and returns the answer with your real numbers.

  • Cross-report: "compare SP spend to DSP-attributed sales for this ASIN"
  • Per-brand or per-account scope, automatically
  • Freshness-aware: tells you when data is stale
  • Curated query examples surface relevant patterns
Chat with your data →
Example queries
"Which Brand Analytics search terms have the highest click share where our conversion share is below 5%?"
"Show me FBA inventory that will stock out within 30 days at current run-rate."
"For ASIN B0XXXX last 60 days: SP impressions, SP sales, DSP impressions, DSP sales, AMC NTB rate. Trend by week."
"Vendor net PPM by product category, last 4 weeks. Flag negative rows."

Four ways to access the reports

Pick the surface that fits your workflow — the data is the same.

In-app chat

Type a question in the MAP web app. AI Report Analyst answers with your data.

MCP server

Connect Claude, ChatGPT, n8n, or any MCP client.

Scheduled reports

Daily, weekly, or monthly delivery to email or Slack. See report automation.

API access

Pull data into your BI tool via the MAP API.

Frequently Asked Questions

Every major Amazon Ads report (16 across Sponsored Products, Sponsored Brands, Sponsored Display), the major Selling Partner reports (orders, listings, sales/traffic, Brand Analytics, Search Query Performance, FBA inventory, returns, settlement), Vendor Central reports, DSP campaign performance, and AMC SQL workflows. All scheduled, deduped, and queryable through chat, MCP, or the dashboard.

No. The AI Report Analyst sits on top of every report. Ask a natural-language question in the in-app chat, in Claude, or in ChatGPT through our MCP server. The analyst picks the right report(s), runs the query, and returns the answer with your real numbers.

Brand Analytics covers top search terms, market basket analysis, and repeat purchase behavior across categories. Search Query Performance (SQP) is per-ASIN: which search queries drove impressions, clicks, and purchases for each of your products. MAP pulls both.

Yes. MAP runs 6 curated AMC workflows on a schedule (new-to-brand by audience, cross-channel attribution, path-to-conversion, reach & frequency, ad-type overlap uplift, audience overlap). On top of that, the AMC analyst agent generates ad-hoc SQL from your natural-language questions and runs it against your AMC instance, with results queryable from any MCP client.

Sponsored Ads reports refresh hourly (with daily backfills). Selling Partner reports refresh on the cadence Amazon provides (most are daily). DSP campaign performance refreshes daily. AMC workflows run on configured cadences (daily/weekly/monthly). Every report has a freshness indicator in the admin coverage panel.

Last updated: May 21, 2026

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40+ Amazon reports across Ads, Selling Partner, DSP, and AMC — answered in seconds through Claude, ChatGPT, or any MCP client.

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